The objective of this edited volume is to offer a general view at the recent conceptual developments of Soft Computing (SC) regarded as a general methodology supporting the design of hybrid systems along with their diversified applications to modeling, simulation and control of non-linear dynamical
Hybrid Intelligent Systems
โ Scribed by Ajith Abraham, Pranab Kr. Muhuri, Azah Kamilah Muda, Niketa Gandhi
- Publisher
- Springer International Publishing
- Year
- 2018
- Tongue
- English
- Leaves
- 368
- Series
- Advances in Intelligent Systems and Computing 734
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This book includes recent research on Hybrid Intelligent Systems. It presents 35 selected papers from the 17th edition of the International Conference on Hybrid Intelligent Systems (HIS), which was held in Delhi, India from December 14 to 16, 2017. Reflecting the awareness in the respective academic communities that combined approaches are essential to solving the remaining tough problems in computational intelligence, the HIS is a premier conference focused on the hybridization of intelligent systems. The book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.
โฆ Table of Contents
Front Matter ....Pages i-xiv
Neural Tree for Estimating the Uniaxial Compressive Strength of Rock Materials (Varun Kumar Ojha, Deepak Amban Mishra)....Pages 1-10
Fault Tolerant Multiple Synchronized Parallel Load Balancing in Cloud (S. Sreelekshmi, K. R. Remesh Babu)....Pages 11-19
Semi-Supervised Learning with the Integration of Fuzzy Clustering and Artificial Neural Network (Indrajit Saha, Nivriti Debnath)....Pages 20-29
GMM-KNN: A Method for Processing Continuous k-NN Queries Based on The Gaussian Mixture Model (Ziqiang Yu, Mincai Lai, Lin Wang)....Pages 30-40
Edge Detection for Cement Images Based on Interactive Genetic Algorithm (Guangyue Gao, Lin Wang, Bo Yang, Liangliang Zhang, Fengyang Sun, Ajith Abraham et al.)....Pages 41-50
A Fast Satellite Image Super-Resolution Technique Using Multicore Processing (Helal Uddin Mullah, Bhabesh Deka)....Pages 51-60
Use of Cellular Automata to Predict Deforestation in Queretaro (Lourdes Margain, Alberto Ochoa, Lissette Martรญnez Almaguer, Rigoberto Velรกzquez)....Pages 61-70
A Classification Algorithm for Assessing the Quality Criteria for Business Process Models (Fouzia Kahloun, Sonia Ayachi Ghannouchi)....Pages 71-81
Multilevel Image Thresholding Established on Fuzzy Entropy Using Differential Evolution (Abhishek Dixit, Sushil Kumar, Millie Pant, Rohit Bansal)....Pages 82-91
Analysis of GA Optimized ANN for Proactive Context Aware Recommender System (Akshi Kumar, Nitin Sachdeva, Archit Garg)....Pages 92-102
Person Versus Non-person Classification of Twitter Handle (Himanshu Budania, Pramod Kumar Singh)....Pages 103-114
Detection of Insulting Comments in Online Discussion (Anusha Gupta, Pramod Kumar Singh)....Pages 115-125
A Model for Multi-processor Task Scheduling Problem Using Quantum Genetic Algorithm (Rashika Bangroo, Neetesh Kumar, Reya Sharma)....Pages 126-135
Improving Modified Differential Evolution for Fuzzy Clustering (Jnanendra Prasad Sarkar, Indrajit Saha, Anasua Sarkar, Ujjwal Maulik)....Pages 136-146
A Recent Brief Survey for the Multi Depot Heterogenous Vehicle Routing Problem with Time Windows (Bochra Rabbouch, Rafaa Mraihi, Foued Saรขdaoui)....Pages 147-157
Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization (Ivana Strumberger, Nebojsa Bacanin, Milan Tuba)....Pages 158-166
Drone Placement for Optimal Coverage by Brain Storm Optimization Algorithm (Eva Tuba, Romana Capor-Hrosik, Adis Alihodzic, Milan Tuba)....Pages 167-176
Combining Fragmentation and Encryption to Ensure Big Data at Rest Security (Houyem Heni, Marwa Ben Abdallah, Faiez Gargouri)....Pages 177-185
Manufacturing Services Classification in a Decentralized Supply Chain Using Text Mining (M. D. Akhtar, V. K. Manupati, M. L. R. Varela, G. D. Putnik, A. M. Madureira, Ajith Abraham)....Pages 186-193
Secured Biometric Template Matching by Using Linear Discriminant Analysis (Surbhi Vijh, Deepak Gaur)....Pages 194-203
Perturbation Based Efficient Crow Search Optimized FLANN for System Identification: A Novel Approach (Bighnaraj Naik, Debasmita Mishra, Janmenjoy Nayak, Danilo Pelusi, Ajith Abraham)....Pages 204-212
Neurodegenerative Diseases Detection Through Voice Analysis (Diogo Braga, Ana M. Madureira, Luis Coelho, Ajith Abraham)....Pages 213-223
Multi Document Summarization Using Neuro-Fuzzy System (Muhammad Azhari, Yogan Jaya Kumar, Ong Sing Goh, Ngo Hea Choon, Aditya Pradana)....Pages 224-231
A Comparison of Butterworth Noise Filteration Frequency for Isotonic Muscle Fatigue Analysis (Nur Shidah Ahmad Sharawardi, Yun-Huoy Choo, Shin-Horng Chong, Nur Ikhwan Mohamad)....Pages 232-241
Recognizing Music Features Pattern Using Modified Negative Selection Algorithm for Songs Genre Classification (Noor Azilah Muda, Azah Kamilah Muda, Choo Yun Huoy)....Pages 242-251
Preparation of ATS Drugs 3D Molecular Structure for 3D Moment Invariants-Based Molecular Descriptors (Satrya Fajri Pratama, Azah Kamilah Muda, Yun-Huoy Choo, Ajith Abraham)....Pages 252-261
Synchronization Technique via Raspbery Pi as Middleware for Hospital Information System (Mohd Hariz Naim, Mohd Khanapi Abd Ghani, Abd Samad Hasan Basari, Burhanuddin Mohd Aboobaider, Lizawati Salahuddin, Wan Norhisyam Abd Rashid et al.)....Pages 262-271
Validation Guideline for Small Scale Dataset Classification Result in Medical Domain (Ee Kim Hwe, Zeratul Izzah Mohd Yusoh)....Pages 272-281
A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition (Patricia Melin, Daniela Sรกnchez)....Pages 282-293
Content Based Fraudulent Website Detection Using Supervised Machine Learning Techniques (Mahdi Maktabar, Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim)....Pages 294-304
Wavelet Convolutional Neural Networks for Handwritten Digits Recognition (Chiraz Ben Chaabane, Dorra Mellouli, Tarek M. Hamdani, Adel M. Alimi, Ajith Abraham)....Pages 305-310
Model on Oil Platform Using Brain Storm Optimization Algorithm (Lourdes Margain, Alberto Ochoa, Lissette Martรญnez Almaguer, Rigoberto Velรกzquez)....Pages 311-320
Encryption Based on Neural Cryptography (Sayantica Pattanayak, Simone A. Ludwig)....Pages 321-330
Genetic Algorithm to Generate Music Compositions: A Case Study with Tabla (Subodh Deolekar, Ninad Godambe, Siby Abraham)....Pages 331-340
Navigation Control of Mobile Robot in Unknown Environments Using Adaptive Cuckoo Search Algorithm (Prases K. Mohanty, Shubhasri Kundu, Harshal Dewang)....Pages 341-351
Back Matter ....Pages 353-354
โฆ Subjects
Engineering; Computational Intelligence; Artificial Intelligence (incl. Robotics)
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